081203-计算机应用技术

智能信息处理

   

-- 研究生

-- 博士

计算智能、 矩阵在信息处理中的应用、 矩阵分析及应用

   

[1] D. Yang, Z. Chen, Y. Sun, Q. He, S. Ye, 陈德元. EKConv: Compressing Convolutional Neural Networks with Evolutionary Kernel Convolution. Journal of Physics: Conference Series[J]. 2023, [2] 黎靖江, 叶世伟. A knowledge tracing model based on attention mechanism. 2022 International Conference on Machine Learning, Cloud Computing and Intelligent MIningnull. 2022, [3] Dengjie Yang, Xuehui Yu, Fuzhen Zhuang, Qing He, Shiwei Ye, Yi Sun. BFConv: Improving Convolutional Neural Networks with Butterfly Convolution. Neural information processing : Part IV /. 2022, 40-50, http://dx.doi.org/10.1007/978-3-030-92273-3_4.
[4] 黎靖江, 叶世伟. A Q-matrix Model Based on Binarized Neural Network. Journal of Physics: Conference Series, Volume 2171, International Conference on Computer, Big Data and Artificial Intelligence (ICCBDAI 2021) 12/11/2021 - 14/11/2021 Beihainull. 2022, [5] 叶世伟. 基于边缘希尔伯特谱特征和卷积神经网络的睡眠阶段自动分类. EMBC 2020. 2020, [6] 叶世伟. 增强胶囊网络在医学图像分类中的应用. EMBC 2020. 2020, [7] 叶世伟. 用于复杂数据的深层胶囊网络. International Joint Conference on Neural Networks. 2019, [8] 叶世伟. 智慧导师：基于认知诊断评估生成定制的补救问题和答案. BESC 2019.. 2019, [9] Dai Junyi, Su Guiping, Sun Yuan, Ye Shiwei, Liao Pan, Sun Yi, ACM. Application of Advanced Petri Net in Personalized Learning. 2018 9TH INTERNATIONAL CONFERENCE ON E-EDUCATION, E-BUSINESS, E-MANAGEMENT AND E-LEARNING (IC4E 2018)null. 2018, 1-6, http://dx.doi.org/10.1145/3183586.3183588.
[10] Fan Ye, Sun Yuan, Ye Shiwei, Liao Pan, Su Guiping, Sun Yi, IEEE. Collaborative Stacked Denoising Auto-Encoders for Refining Student Performance Data. 2018 5TH INTERNATIONAL CONFERENCE ON BEHAVIORAL, ECONOMIC, AND SOCIO-CULTURAL COMPUTING (BESC)null. 2018, 67-72, http://dx.doi.org/10.1109/BESC.2018.00022.
[11] Yang Lin, Ye Shiwei, Wang Zhibo, Huang Zhipei, Wu Jiankang, Kong Yongmei, Zhang Li. An error-based micro-sensor capture system for real-time motion estimation. JOURNAL OF SEMICONDUCTORS[J]. 2017, 38(10): 105004-1, [12] Ye Shiwei. A Noninvasive Continuous Fetal Heart Rate Monitoring System for Mobile Healthcare Based on Fetal Phonocardiography. 13th EAI International Conference on Body Area Networks. 2017, [13] Ye Shiwei. Predicting Learners Multi-Question Performance Based on Neural Networks. The 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing. 2017, [14] Ye Shiwei. Exact and approximate Boolean matrix decomposition with column-use condition. International Journal of Data Science and Analytics. 2016, [15] Sun Yuan, Ye Shiwei, Su Guiping, Sun Yi, IEEE. Q-matrix Learning and DINA Model Parameter Estimation. 2016 INTERNATIONAL CONFERENCE ON BEHAVIORAL, ECONOMIC AND SOCIO-CULTURAL COMPUTING (BESC)null. 2016, 5-10, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000392381700002.
[16] Ye Shiwei. A Latent Space Perturbation Algorithm for Boolean Matrix Completion based on Weighted Frobenius Norm. International Conference on Behavioral, Economic and Socio-Cultural Computing. 2015, [17] Xu Y P, Ye S W, Destech Publicat Inc. Adaptive Compensation of Magnetic Disturbances of MARG Systems. INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2015)null. 2015, 570-578, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000361180500073.
[18] Ye Shiwei. Minimum Information Entropy Based Q-matrix Learning In DINA Model. The 5th International Conference on Learning Analytics and Knowledge. 2015, [19] Ye Shiwei, Sun Yuan, Sun Yi, IEEE. Matrix Completion Based on Feature Vector and Function Approximation. 2014 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)null. 2014, 104-109, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000380559500016.
[20] Ye Shiwei. Alternating Recursive Method for Q-matrix Learning. PROCEEDINGSOFTHE7THINTERNATIONALCONFERENCEONEDUCATIONALDATAMINING. 2014, [21] Ye Shiwei. Maximum Likelihood Estimation Based DINA Model and Q-matrix Learning. Proceedings of 2014 IEEE International Conference on Behavioral, Economic, Socio-Cultural Computing. 2014, [22] 叶世伟. Hol4中的Gauge积分. Journal of Applied Mathematics. 2013, [23] 叶世伟. 基于微传感器的脑卒中患者的上肢运动功能损伤评估. Journal of Rehabilitation Research. 2012, [24] 孟磊, 叶世伟. 基于永磁同步电机的电动轮仿真方法研究. 计算机仿真[J]. 2011, 28(5): 337-341, http://lib.cqvip.com/Qikan/Article/Detail?id=37787127.
[25] 叶世伟. 改进的凹凸算法及其在Hopfield网络稳定分析中的应用. 2010 3rd International Conference on Advanced Computer Theory and Engineering. 2010, [26] 叶世伟, 王娟, 张斌, 叶世伟. 流形学习算法分析及在人脸数据库上的应用. 微电子学与计算机[J]. 2008, 25(9): 91-94, http://lib.cqvip.com/Qikan/Article/Detail?id=28238807.
[27] Sun, Yuan, Ye, Shiwei, Sun, Yi, Kameda, Tsunehiko. Improved Algorithms for Exact and Approximate Boolean Matrix Decomposition. http://arxiv.org/abs/1512.08041.

   

（1） 微型传感器人体运动信息融合的理论和方法，参与，国家级，2010-01--2013-12
（2） 基于微型传感器的老年痴呆症早期步态定量分析系统研究，主持，研究所（学校）级，2009-06--2011-12
（3） 基于感知学习和语言认知的智能计算模型，主持，国家级，2009-01--2011-12

（1） Paper Title : Improved Concave-Convex Procedure And Its application to Analysis for the Stability of Hopfield Neural Network，2010第三届IEEE高级计算机理论与工程国际会议，2010-08，ye shiwei, wang wenjie

已指导学生

尹超  硕士研究生  081203-计算机应用技术  

郑守志  硕士研究生  081202-计算机软件与理论  

马琳  硕士研究生  081203-计算机应用技术  

高学彬  硕士研究生  081002-信号与信息处理  

李爱光  硕士研究生  081202-计算机软件与理论  

现指导学生

黄帅  硕士研究生  081203-计算机应用技术  

刘霏  硕士研究生  081203-计算机应用技术  

熊梅君  硕士研究生  085210-控制工程  

许永鹏  硕士研究生  081203-计算机应用技术